SIR—An efficient solver for systems of equations

SoftwareX(2018)

引用 2|浏览6
暂无评分
摘要
The Semi-Implicit Root solver (SIR) is an iterative method for globally convergent solution of systems of nonlinear equations. We here present MATLAB and MAPLE codes for SIR, that can be easily implemented in any application where linear or nonlinear systems of equations need be solved efficiently. The codes employ recently developed efficient sparse matrix algorithms and improved numerical differentiation. SIR convergence is quasi-monotonous and approaches second order in the proximity of the real roots. Global convergence is usually superior to that of Newton’s method, being a special case of the method. Furthermore the algorithm cannot land on local minima, as may be the case for Newton’s method with line search.
更多
查看译文
关键词
Newton method,Root solver,Equation solver,MATLAB
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要